Dr. Marc Modat Profile

Dr. Marc Modat

Lecturer at King's College London

SPIE Involvement:

Conference Program Committee | Author

Area of Expertise:

Medical Image Registration

Profile Summary

Marc Modat graduated his PhD at the Centre for Medical Image Computing at University College London in 2012 under the supervision of Professors Sebastien Ourselin and Nick Fox. He is now a senior research associate affiliated with the Centre for Medical Image Computing and the Dementia Research Centre, University College London, where he focusses on the translation of methodological development to the clinic.

Publications (17)

Proceedings Article | 4 April 2022 Poster + Presentation + Paper

Poster + Presentation + Paper

A Pareto front based methodology to better assess medical image registration algorithms

Samuel Joutard, Reuben Dorent, Tom Vercauteren, Marc Modat

Proceedings Volume 12032, 120322R (2022) https://doi.org/10.1117/12.2611081

KEYWORDS: Image registration, Medical imaging, Optimization (mathematics), Computed tomography, Chest, Transform theory

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Proceedings Article | 15 February 2021 Presentation + Paper

Presentation + Paper

Lesion-wise evaluation for effective performance monitoring of small object segmentation

Irme Groothuis, Carole Sudre, Silvia Ingala, Jo Barnes, Juan Domingo Gispert, Lauge Sørensen, Akshay Pai, Mads Nielsen, Sebastien Ourselin, M. Jorge Cardoso, Frederik Barkhof, Marc Modat

Proceedings Volume 11596, 1159608 (2021) https://doi.org/10.1117/12.2580734

KEYWORDS: Image segmentation, Medical imaging

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Proceedings Article | 15 March 2019 Presentation + Paper

Presentation + Paper

PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation

Mauricio Orbes-Arteaga, Lauge Sørensen, Jorge Cardoso, Marc Modat, Sebastien Ourselin, Stefan Sommer, Mads Nielsen, Christian Igel , Akshay Pai

Proceedings Volume 10949, 109490S (2019) https://doi.org/10.1117/12.2512520

KEYWORDS: Image segmentation, Brain, Convolutional neural networks, Neuroimaging, Medical imaging, Monte Carlo methods, Magnetic resonance imaging, Statistical analysis, Image registration, Data modeling

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Proceedings Article | 2 March 2018 Presentation + Paper

Presentation + Paper

Imaging biomarkers for the diagnosis of Prion disease

Liane Canas, Benjamin Yvernault, Carole Sudre, Enrico De Vita, M. Jorge Cardoso, John Thornton, Frederik Barkhof, Sébastien Ourselin, Simon Mead, Marc Modat

Proceedings Volume 10574, 1057405 (2018) https://doi.org/10.1117/12.2293676

KEYWORDS: Feature extraction, Magnetic resonance imaging, Diagnostics, Brain, Genetics, Dementia, Mahalanobis distance, Neurology, Neuroimaging

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Proceedings Article | 27 February 2018 Presentation + Paper

Presentation + Paper

Gaussian processes with optimal kernel construction for neuro-degenerative clinical onset prediction

Liane Canas, Benjamin Yvernault, David Cash, Erika Molteni, Tom Veale, Tammie Benzinger, Sébastien Ourselin, Simon Mead, Marc Modat

Proceedings Volume 10575, 105750G (2018) https://doi.org/10.1117/12.2293242

KEYWORDS: Brain, Data modeling, Alzheimer's disease, Performance modeling, Image processing, Cognitive modeling, Feature extraction, Medical imaging, Neurology, Modeling

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Proceedings Article | 20 March 2015 Paper

Paper

Automatic assessment of volume asymmetries applied to hip abductor muscles in patients with hip arthroplasty

Christian Klemt, Marc Modat, Jonas Pichat, M. Cardoso, Joahnn Henckel, Alister Hart, Sebastien Ourselin

Proceedings Volume 9413, 94131M (2015) https://doi.org/10.1117/12.2082341

KEYWORDS: Image segmentation, Databases, Image registration, Image fusion, Magnetic resonance imaging, Tissues, Metals, Image processing, Surgery, Image processing algorithms and systems

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SPIE Journal Paper | 19 September 2014 Open Access

Open Access

Global image registration using a symmetric block-matching approach

Marc Modat, David Cash, Pankaj Daga, Gavin Winston, John Duncan, Sébastien Ourselin

JMI, Vol. 1, Issue 02, 024003, (September 2014) https://doi.org/10.1117/12.10.1117/1.JMI.1.2.024003

KEYWORDS: Image registration, Magnetic resonance imaging, Databases, Computed tomography, Positron emission tomography, Brain, Medical imaging, Medical research, Dementia, Neurology

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Proceedings Article | 21 March 2014 Paper

Paper

Multi-modal pharmacokinetic modelling for DCE-MRI: using diffusion weighted imaging to constrain the local arterial input function

Valentin Hamy, Marc Modat, Rebecca Shipley, Nikos Dikaios, Jon Cleary, Shonit Punwani, Sebastien Ourselin, David Atkinson, Andrew Melbourne

Proceedings Volume 9034, 90340R (2014) https://doi.org/10.1117/12.2042780

KEYWORDS: Tissues, Modeling, Data modeling, Magnetic resonance imaging, Motion models, Diffusion weighted imaging, Tumor growth modeling, Neck, Head, Data acquisition

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Proceedings Article | 21 March 2014 Paper

Paper

A symmetric block-matching framework for global registration

Marc Modat, David Cash, Pankaj Daga, Gawin Winston, John Duncan, Sébastien Ourselin

Proceedings Volume 9034, 90341D (2014) https://doi.org/10.1117/12.2043652

KEYWORDS: Image registration, Magnetic resonance imaging, Positron emission tomography, Databases, Computed tomography, Fourier transforms, Medical research, Brain, Medical imaging, Tissues

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Proceedings Article | 13 March 2013 Paper

Paper

CT colonography: inverse-consistent symmetric registration of prone and supine inner colon surfaces

Holger Roth, Jamie McClelland, Marc Modat, Thomas Hampshire, Darren Boone, Emma Helbren, Andrew Plumb, Mingxing Hu, Sebastien Ourselin, Steve Halligan, David Hawkes

Proceedings Volume 8669, 866912 (2013) https://doi.org/10.1117/12.2007004

KEYWORDS: Image registration, Colon, Virtual colonoscopy, Colorectal cancer, Photonic integrated circuits, Visualization, Medical imaging, Diagnostics, Error analysis, Pathology

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Proceedings Article | 13 March 2013 Paper

Paper

Susceptibility artefact correction by combining B0 field maps and non-rigid registration using graph cuts

Pankaj Daga, Marc Modat, Gavin Winston, Mark White, Laura Mancini, Andrew McEvoy, John Thornton, Tarek Yousry, John Duncan, Sebastien Ourselin

Proceedings Volume 8669, 86690B (2013) https://doi.org/10.1117/12.2006800

KEYWORDS: Image registration, Magnetorheological finishing, Magnetic resonance imaging, Binary data, Brain mapping, Magnetism, Image analysis, Medical imaging, Functional magnetic resonance imaging, Tissues

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Proceedings Article | 14 February 2012 Paper

Paper

Using fractional gradient information in non-rigid image registration: application to breast MRI

A. Melbourne, N. Cahill, C. Tanner, M. Modat, D. Hawkes, S. Ourselin

Proceedings Volume 8314, 83141Z (2012) https://doi.org/10.1117/12.911173

KEYWORDS: Image registration, Breast, Diffusion, Image enhancement, Brain, Magnetic resonance imaging, Computer simulations, Algorithm development, Neuroimaging, Image restoration

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Proceedings Article | 14 February 2012 Paper

Paper

Manifold learning for atlas selection in multi-atlas-based segmentation of hippocampus

Albert Hoang Duc, Marc Modat, Kelvin Leung, Timor Kadir, Sébastien Ourselin

Proceedings Volume 8314, 83140Z (2012) https://doi.org/10.1117/12.910602

KEYWORDS: Image segmentation, Medical imaging, Brain, Image registration, Neuroimaging, Distance measurement, Alzheimer's disease, Magnetic resonance imaging, Image fusion, Control systems

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Proceedings Article | 12 March 2011 Paper

Paper

Log-Euclidean free-form deformation

Marc Modat, Gerard Ridgway, Pankaj Daga, M. Cardoso, David Hawkes, John Ashburner, Sébastien Ourselin

Proceedings Volume 7962, 79621Q (2011) https://doi.org/10.1117/12.878189

KEYWORDS: Image registration, Statistical analysis, Brain, Neuroimaging, Brain mapping, Image fusion, Medical imaging, Neurology, Magnetism, Tissues

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Proceedings Article | 11 March 2011 Paper

Paper

Topologically correct cortical segmentation using Khalimsky's cubic complex framework

Manuel Cardoso, Matthew Clarkson, Marc Modat, Hugues Talbot, Michel Couprie, Sébastien Ourselin

Proceedings Volume 7962, 79620P (2011) https://doi.org/10.1117/12.878190

KEYWORDS: Expectation maximization algorithms, Image segmentation, Brain, Algorithm development, Independent component analysis, Tissues, Magnetorheological finishing, Cerebral cortex, Magnetic resonance imaging, Surgery

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Proceedings Article | 13 March 2010 Paper

Paper

Diffeomorphic demons using normalized mutual information, evaluation on multimodal brain MR images

Marc Modat, Tom Vercauteren, Gerard Ridgway, David Hawkes, Nick Fox, Sébastien Ourselin

Proceedings Volume 7623, 76232K (2010) https://doi.org/10.1117/12.843962

KEYWORDS: Image registration, Brain, Neuroimaging, Magnetic resonance imaging, Data acquisition, Error analysis, Optimization (mathematics), Medical imaging, Yield improvement, Visualization

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Proceedings Article | 27 March 2009 Paper

Paper

A parallel-friendly normalized mutual information gradient for free-form registration

Marc Modat, Gerard Ridgway, Zeike Taylor, Daves Hawkes, Nick Fox, Sébastien Ourselin

Proceedings Volume 7259, 72590L (2009) https://doi.org/10.1117/12.811588

KEYWORDS: Image registration, Medical imaging, Graphics processing units, Detection and tracking algorithms, Error analysis, Statistical analysis, Visualization, Image processing, Computer architecture, Seaborgium

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Showing 5 of 17 publications

Conference Committee Involvement (7)

Image Processing

16 February 2025 | San Diego, California, United States

Image Processing

19 February 2024 | San Diego, California, United States

Image Processing

20 February 2023 | San Diego, California, United States

Image Processing

20 February 2022 | San Diego, California, United States

Image Processing

15 February 2021 | Online Only, California, United States

Showing 5 of 7 Conference Committees

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